Words is a toy project to play with Ollama and Neo4J from a Jupyter notebook or just from a simple python file.

The idea is to provide a text and the model will extract the words and descriptions from the text. In a later step, it will build a Neo4J graph to visualize it.

I wanted to be able to use all this tools without installing them in my machine, so I've spent time to make it work in Docker.

Getting started

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Before setting up all services you should download a model from Ollama:

1. Run Ollama server only

    docker compose up llm -d

2. Enter to the container

    docker compose exec llm sh

3. Download the model

    ollama pull orca-mini 

4. Setup the rest of services

    docker compose up

5. Got to http://127.0.0.1:8888 to play with the notebook

TODO

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• Improve the prompt to build better graphs
• Try with other models